Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "27" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 223 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 217 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 38.203988 | 15.614930 | 69.209522 | 79.612150 | 20.909597 | 27.159426 | 37.170759 | 30.778109 | 0.0487 | 0.0603 | 0.0038 | 1.283087 | 1.279875 |
| 2459593 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 34.853300 | 16.197444 | 80.576198 | 85.058668 | 31.400640 | 37.677902 | 24.229608 | 12.362612 | 0.0475 | 0.0591 | 0.0049 | 1.241951 | 1.234936 |
| 2459592 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.561844 | 1.602319 | 6.678386 | 6.981248 | 2.751678 | 1.548869 | 3.506182 | 0.366933 | 0.0339 | 0.0304 | 0.0020 | nan | nan |
| 2459591 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 31.370867 | 18.988165 | 95.066771 | 98.740883 | 27.106894 | 32.666092 | 13.548186 | 1.777170 | 0.0449 | 0.0568 | 0.0054 | 1.276887 | 1.274525 |
| 2459590 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 39.013428 | 22.739748 | 88.183677 | 92.006141 | 29.128854 | 34.988274 | 19.392391 | 4.154912 | 0.0477 | 0.0608 | 0.0054 | 1.271834 | 1.274573 |
| 2459589 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 33.971161 | 20.762337 | 82.164076 | 85.394528 | 17.089426 | 21.997458 | 23.563852 | 17.190556 | 0.0490 | 0.0606 | 0.0046 | 1.244621 | 1.242485 |
| 2459588 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 39.964581 | 16.152188 | 96.673378 | 104.196834 | 22.061017 | 25.074651 | 23.161063 | 13.402953 | 0.0505 | 0.0631 | 0.0047 | 1.262718 | 1.245929 |
| 2459587 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 33.328294 | 21.105042 | 133.249961 | 139.166840 | 7.101094 | 8.829377 | 20.457494 | 14.802531 | nan | nan | nan | 1.269272 | 1.294905 |
| 2459586 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.785421 | 17.744689 | 31.318714 | 32.158700 | 10.117008 | 11.652993 | 21.918462 | 5.719354 | 0.0452 | 0.0564 | 0.0041 | 1.253293 | 1.245768 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 28.668970 | 26.056144 | 10.083594 | 10.650280 | 9.126900 | 10.153076 | 9.058235 | 3.447506 | 0.0339 | 0.0338 | 0.0022 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.066283 | 24.306487 | 111.823710 | 114.594312 | 15.347932 | 17.832184 | 7.640550 | 8.437155 | 0.0388 | 0.0439 | 0.0033 | 1.449871 | 1.543724 |
| 2459583 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.265052 | 18.546688 | 34.476213 | 35.257753 | 19.955030 | 23.469241 | 0.356907 | 0.204697 | 0.0476 | 0.0527 | 0.0040 | 1.282714 | 1.332358 |
| 2459582 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.335741 | 15.919202 | 31.016307 | 32.011145 | 23.966278 | 28.490300 | 0.455029 | 0.351186 | 0.0432 | 0.0480 | 0.0041 | 1.234234 | 1.257865 |
| 2459581 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.112478 | 22.428316 | 35.939321 | 36.132904 | 18.851473 | 22.912524 | 0.749685 | 0.408873 | 0.0462 | 0.0528 | 0.0045 | 1.207955 | 1.234248 |
| 2459580 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.270490 | 16.870114 | 36.088196 | 37.004662 | 20.983753 | 24.234897 | 0.250347 | 0.189796 | 0.0506 | 0.0575 | 0.0054 | 1.256849 | 1.305532 |
| 2459579 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.086200 | 16.771491 | 40.860214 | 42.048793 | 23.371427 | 27.354910 | 1.850644 | 1.534441 | 0.0461 | 0.0532 | 0.0058 | 1.215876 | 1.273005 |
| 2459578 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.269293 | 1.738211 | 2.929411 | 2.413801 | 1.043350 | 0.759729 | 2.702021 | 1.300060 | 0.0355 | 0.0301 | 0.0017 | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.760741 | 21.770573 | 33.368762 | 33.791137 | 20.932525 | 24.890481 | 0.607033 | 0.381780 | 0.0458 | 0.0532 | 0.0058 | 1.203933 | 1.235866 |
| 2459576 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.624217 | 17.136607 | 26.534530 | 27.111544 | 19.064327 | 21.924727 | 1.365272 | 1.068252 | 0.0392 | 0.0437 | 0.0054 | 1.191226 | 1.195117 |
| 2459575 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.402761 | 17.083558 | 26.279671 | 26.910682 | 15.705918 | 17.179812 | 7.315609 | 6.327710 | 0.0370 | 0.0395 | 0.0032 | 0.000000 | 0.000000 |
| 2459574 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.630722 | 15.919114 | 25.228553 | 25.760035 | 20.606128 | 24.229819 | 1.482690 | 0.681833 | 0.0419 | 0.0476 | 0.0059 | 1.165467 | 1.166439 |
| 2459573 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.091649 | 16.206552 | 43.424050 | 44.288932 | 24.765037 | 28.343676 | 1.406720 | 1.422805 | 0.0385 | 0.0423 | 0.0041 | 0.000000 | 0.000000 |
| 2459572 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.082872 | 16.576213 | 25.345297 | 25.918434 | 15.925506 | 17.955515 | 3.048413 | 2.547919 | 0.0393 | 0.0432 | 0.0050 | 1.158110 | 1.156196 |
| 2459571 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.709691 | 1.367016 | 2.835975 | 2.502076 | 1.188288 | 0.107410 | 2.747813 | 1.294948 | 0.0379 | 0.0329 | 0.0035 | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459566 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.744968 | 15.677777 | 33.111798 | 33.608672 | 19.003081 | 21.924464 | -0.058581 | -0.157328 | 0.0383 | 0.0423 | 0.0044 | 1.024056 | 1.020507 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 0.532291 | 0.532291 | 0.525437 | 0.525437 | -0.677115 | -0.677115 | -0.811160 | -0.811160 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.174538 | 14.159326 | 35.119320 | 35.739697 | 2.395884 | 2.368420 | 0.958507 | 0.641428 | 0.0461 | 0.0552 | 0.0049 | 1.189694 | 1.203759 |
| 2459563 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459562 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459561 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459560 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459559 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.810314 | 12.917368 | 18.417908 | 18.634720 | 2.949094 | 3.387725 | 1.201769 | 0.915644 | 0.0527 | 0.0601 | 0.0054 | 1.203364 | 1.230153 |
| 2459558 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.228429 | 16.894894 | 34.572326 | 35.622026 | 21.690837 | 23.294809 | 1.659116 | 1.353660 | 0.0488 | 0.0556 | 0.0052 | 1.220999 | 1.261465 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0399 | 0.0357 | 0.0035 | nan | nan |
| 2459556 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.747008 | 17.257767 | 37.355068 | 38.557987 | 19.473468 | 21.080259 | 3.693612 | 3.117567 | 0.0519 | 0.0588 | 0.0053 | 1.254167 | 1.291777 |
| 2459554 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0466 | 0.0535 | 0.0055 | nan | nan |
| 2459553 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0508 | 0.0591 | 0.0060 | nan | nan |
| 2459552 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.380902 | 20.764871 | 50.396545 | 50.881312 | 29.092511 | 32.134478 | 3.476575 | 3.006399 | 0.0470 | 0.0529 | 0.0046 | 0.970085 | 0.965865 |
| 2459551 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.408068 | 9.991290 | 20.403926 | 20.652344 | 3.420740 | 4.226442 | 1.455228 | 1.043043 | 0.0486 | 0.0547 | 0.0045 | 1.206511 | 1.233245 |
| 2459550 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0425 | 0.0458 | 0.0023 | nan | nan |
| 2459549 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.311219 | 15.225963 | 37.897333 | 38.437045 | 21.050110 | 23.035229 | 1.487901 | 1.078290 | 0.0466 | 0.0526 | 0.0046 | 1.223171 | 1.260187 |
| 2459542 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.311588 | 21.167923 | 76.973201 | 77.898630 | 1.078131 | 1.888153 | 1.727952 | 1.014127 | 0.0460 | 0.0552 | 0.0048 | 1.216050 | 1.230929 |
| 2459541 | RF_maintenance | 100.00% | 98.66% | 98.66% | 0.00% | 100.00% | 0.00% | 10.858318 | 10.365911 | 38.149251 | 36.871294 | 220.239135 | 248.892738 | 8.961069 | 15.553789 | 0.0643 | 0.0752 | 0.0074 | 1.283600 | 1.325237 |
| 2459540 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.410669 | 15.077542 | 17.156533 | 17.731926 | 4.144709 | 5.215726 | 0.844358 | 0.852171 | 0.0443 | 0.0471 | 0.0020 | 1.194574 | 1.203595 |
| 2459536 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.349527 | 25.675063 | 65.534507 | 66.242194 | 29.515843 | 31.638106 | 2.988259 | 2.045679 | 0.0432 | 0.0497 | 0.0058 | 1.234352 | 1.270467 |
| 2459535 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.423821 | 12.075055 | 15.943640 | 16.270852 | 2.187874 | 5.499907 | 0.389835 | 0.341076 | 0.0539 | 0.0574 | 0.0020 | 1.221478 | 1.241147 |
| 2459534 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.010966 | 12.292501 | 14.822722 | 15.054681 | 2.285980 | 3.867008 | 0.242928 | -0.043895 | 0.0451 | 0.0492 | 0.0030 | 1.204892 | 1.229726 |
| 2459533 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.179399 | 18.595697 | 35.331849 | 36.078899 | 18.059503 | 20.717652 | 1.578209 | 1.489302 | 0.0437 | 0.0492 | 0.0041 | 1.250911 | 1.267597 |
| 2459532 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.073040 | 21.578831 | 47.605121 | 48.906155 | 22.326917 | 25.457996 | 1.029865 | 0.821835 | 0.0438 | 0.0496 | 0.0041 | 1.273459 | 1.301768 |
| 2459530 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.530622 | 10.670963 | 15.055563 | 15.293572 | 3.488645 | 4.261371 | 0.760653 | 0.476139 | 0.0518 | 0.0558 | 0.0039 | 1.214797 | 1.250287 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.390808 | 26.288362 | 53.482973 | 54.594384 | 40.332287 | 34.837175 | 0.351569 | 0.474341 | 0.0477 | 0.0622 | 0.0123 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 22.662304 | 21.753371 | 52.018540 | 52.056853 | 17.296645 | 29.578404 | 2.403348 | 1.895866 | nan | nan | nan | 1.531127 | 1.572254 |
| 2459522 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.661602 | 22.929764 | 51.231728 | 52.893597 | 10.826329 | 23.584438 | 1.863379 | 1.684625 | 0.0485 | 0.0572 | 0.0077 | 1.286105 | 1.305048 |
| 2459513 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.103063 | 1.874090 | 2.906365 | 2.764878 | 0.467100 | -0.227335 | 2.023073 | 0.672368 | 0.0394 | 0.0409 | 0.0062 | nan | nan |
| 2459508 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.739870 | 29.302377 | 49.997486 | 51.481661 | 18.066150 | 15.556967 | 12.905420 | 14.891496 | 0.0445 | 0.0526 | 0.0042 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.113188 | 29.103260 | 46.858311 | 49.722013 | 6.989947 | 9.843424 | 1.113596 | 1.695091 | 0.0499 | 0.0584 | 0.0084 | 1.247693 | 1.323480 |
| 2459503 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.356811 | 28.618635 | 82.657467 | 84.192234 | 33.783462 | 33.327236 | 2.743851 | 2.818965 | 0.0445 | 0.0564 | 0.0132 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.883718 | 22.767026 | 54.533572 | 56.820036 | 21.477686 | 26.612266 | 1.585933 | 0.783632 | 0.1262 | 0.0566 | 0.0599 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.097973 | 26.478385 | 65.724338 | 69.139591 | 21.712697 | 27.002974 | 0.561156 | 1.454325 | 0.1462 | 0.0564 | 0.0748 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.301951 | 28.635916 | 84.354205 | 89.271429 | 21.123062 | 27.385850 | 2.847333 | 11.641306 | 0.1458 | 0.0567 | 0.0790 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.936516 | 24.776188 | 75.281476 | 79.735408 | 18.008193 | 24.245804 | 3.549458 | 4.477495 | 0.1509 | 0.0701 | 0.0744 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.924140 | 22.798948 | 84.419297 | 83.969737 | 22.310238 | 41.223310 | 2.837429 | 98.614864 | 0.1686 | 0.0670 | 0.0780 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 21.200793 | 29.792864 | 77.046170 | 81.636840 | 19.875899 | 28.277205 | 1.278758 | 2.092849 | 0.1933 | 0.0744 | 0.0794 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.783763 | 23.916216 | 71.823181 | 76.010155 | 16.970742 | 24.902129 | 1.904034 | 2.761978 | 0.1891 | 0.0701 | 0.0812 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.194401 | 25.188009 | 76.675087 | 81.053355 | 19.793860 | 27.880103 | 5.238656 | 6.128127 | 0.1765 | 0.0589 | 0.0804 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 100.00% | 86.02% | 100.00% | 0.00% | 100.00% | 0.00% | 22.996508 | 26.348258 | 55.623174 | 57.717432 | 22.000855 | 29.018901 | 6.235906 | 6.704619 | 0.2558 | 0.0694 | 0.1067 | 1.191471 | 0.939554 |
| 2459491 | RF_maintenance | 100.00% | 59.14% | 100.00% | 0.00% | 100.00% | 0.00% | 22.139148 | 24.972114 | 60.418918 | 63.228326 | 30.387666 | 43.480228 | 3.890623 | 12.801785 | 0.3715 | 0.1058 | 0.1955 | 0.903345 | 0.652618 |
| 2459490 | RF_maintenance | 100.00% | 88.71% | 100.00% | 0.00% | 100.00% | 0.00% | 25.925370 | 29.486601 | 63.393984 | 65.622670 | 20.868929 | 26.899663 | 5.304231 | 6.800708 | 0.2440 | 0.0701 | 0.1237 | 4.286557 | 1.701753 |
| 2459489 | RF_maintenance | 100.00% | 75.27% | 100.00% | 0.00% | 100.00% | 0.00% | 22.450603 | 25.272422 | 57.210117 | 59.631259 | 20.375160 | 28.242946 | 4.399086 | 8.384591 | 0.2903 | 0.0741 | 0.1562 | 4.329286 | 1.720184 |
| 2459488 | RF_maintenance | 100.00% | 83.33% | 100.00% | 0.00% | 100.00% | 0.00% | 21.711843 | 24.299874 | 47.937746 | 49.482740 | 22.958334 | 30.952600 | 7.476914 | 10.682261 | 0.2608 | 0.0723 | 0.1366 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Variability | 23.563360 | 15.981739 | 14.408774 | 13.013440 | 12.466037 | 21.799858 | 23.563360 | 2.520662 | 2.697107 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 37.452114 | 19.645470 | 23.182339 | 10.002824 | 9.903109 | 36.288914 | 37.452114 | 2.630526 | 2.137228 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 90.414090 | 26.186050 | 22.620340 | 90.414090 | 89.383527 | 19.656202 | 22.354435 | 11.245351 | 14.028069 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 36.353514 | 13.688962 | 16.014083 | 35.435787 | 36.353514 | 5.208949 | 4.283309 | 8.897407 | 7.658372 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 34.510309 | 15.580412 | 13.216663 | 34.510309 | 33.672176 | 3.896710 | 4.683263 | 5.496363 | 6.597099 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 59.554154 | 24.563536 | 20.995991 | 59.554154 | 58.483050 | 13.024945 | 15.459394 | 6.493312 | 7.952577 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 75.777539 | 28.324275 | 24.114889 | 75.777539 | 74.362982 | 16.735465 | 19.581062 | 5.738390 | 7.399110 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 83.998437 | 25.142675 | 29.732494 | 82.582762 | 83.998437 | 19.312853 | 15.925273 | 14.098881 | 11.608724 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 37.247608 | 16.801939 | 19.756932 | 36.357193 | 37.247608 | 6.007634 | 5.133406 | 8.893185 | 7.245976 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 34.153168 | 18.640961 | 15.757702 | 34.153168 | 33.459717 | 5.265011 | 5.830840 | 5.225420 | 6.608319 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 97.460420 | 34.449823 | 29.244441 | 97.460420 | 95.661221 | 16.809690 | 21.459909 | 10.469387 | 12.596281 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 40.460613 | 17.269835 | 20.759068 | 39.807312 | 40.460613 | 9.665100 | 7.009284 | 7.377241 | 5.659195 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 65.419471 | 27.549050 | 23.098761 | 65.419471 | 64.348458 | 12.974892 | 15.491085 | 11.733703 | 14.174079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 77.860843 | 24.192865 | 28.774562 | 75.939952 | 77.860843 | 38.797502 | 29.275821 | 24.293213 | 20.839277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 27.537660 | 10.467881 | 12.032776 | 26.797446 | 27.537660 | 3.455074 | 2.938486 | 5.638547 | 4.718191 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 162.517623 | 29.760805 | 19.742195 | 35.525003 | 10.231133 | 13.311143 | 25.498952 | 48.083373 | 162.517623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 162.103227 | 13.887708 | 21.769036 | 7.828766 | 33.629951 | 7.620348 | 5.224984 | 162.103227 | 31.249029 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 143.041755 | 35.822418 | 17.597327 | 32.080678 | 6.959221 | 17.600161 | 36.376492 | 40.134665 | 143.041755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 160.181829 | 26.513409 | 12.492074 | 27.519628 | 6.564204 | 10.366390 | 26.278398 | 29.342978 | 160.181829 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 171.539947 | 17.819772 | 38.546087 | 8.082451 | 34.546106 | 32.077560 | 12.406245 | 171.539947 | 35.168064 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 163.753870 | 43.686857 | 20.691773 | 79.398804 | 17.067494 | 36.518292 | 84.508953 | 41.036608 | 163.753870 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 133.032905 | 45.458809 | 33.714694 | 81.494655 | 25.884272 | 22.631495 | 18.070962 | 26.661982 | 133.032905 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 154.911547 | 39.262001 | 21.475126 | 33.960284 | 7.317232 | 9.698375 | 22.100221 | 39.099716 | 154.911547 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 174.489443 | 35.209816 | 22.213340 | 43.419570 | 18.148850 | 18.671738 | 28.608887 | 46.108138 | 174.489443 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 39.180567 | 9.372753 | 2.979187 | 3.869303 | 4.354316 | 0.985458 | 11.328891 | 5.650306 | 39.180567 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | Not Found | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 91.177049 | 11.993898 | 5.827875 | 8.018508 | 21.068367 | 0.378666 | 9.578910 | 8.008653 | 91.177049 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 109.952898 | 33.418772 | 24.540243 | 93.702646 | 21.091252 | 27.459143 | 11.555809 | 47.039465 | 109.952898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 81.045068 | 18.397804 | 25.898745 | 9.523011 | 37.643218 | 4.615560 | 6.403531 | 81.045068 | 19.668044 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 54.270418 | 4.324505 | 9.575880 | 11.044734 | 3.312029 | 6.650319 | 1.451320 | 54.270418 | 4.241342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 102.859081 | 3.694429 | 8.809578 | 10.194172 | 3.495073 | 18.556413 | 2.740045 | 102.859081 | 4.770844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 142.530026 | 4.875016 | 11.833411 | 10.755644 | 4.041701 | 29.328892 | 2.867058 | 142.530026 | 6.728907 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 150.990177 | 31.994243 | 41.360415 | 20.210791 | 72.952590 | 47.120754 | 37.335748 | 150.990177 | 26.250172 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 154.749799 | 3.537937 | 3.727456 | -0.398973 | 10.158939 | 12.926265 | 26.714222 | 24.693185 | 154.749799 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 68.644671 | 3.098709 | 2.649365 | 9.362536 | -0.359271 | 12.266200 | 5.885325 | 68.644671 | 13.461083 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 81.577021 | 2.217031 | 2.064080 | 4.948832 | -0.390403 | 7.814144 | 5.119917 | 81.577021 | 35.931495 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 101.735765 | 3.842279 | 2.915187 | 10.436754 | -0.374793 | 17.175126 | 15.408999 | 101.735765 | 39.056948 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 104.240824 | 2.843545 | 2.467720 | 9.731899 | -0.481967 | 23.134223 | 8.235663 | 104.240824 | 24.099386 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 349.329545 | 63.937862 | 31.698873 | 80.545579 | 19.959747 | 18.367381 | 13.189872 | 153.706417 | 349.329545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 148.161917 | 2.454742 | 2.486680 | -0.339689 | 11.466123 | 5.369182 | 148.161917 | 8.603705 | 93.457107 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 362.148575 | 2.514718 | 2.242095 | 10.991687 | -0.385474 | 362.148575 | 144.387495 | 222.489242 | 28.023618 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 268.205341 | 1.900737 | 2.326242 | 0.039271 | 9.067077 | 7.367360 | 140.915510 | 27.933976 | 268.205341 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 220.876216 | 1.850500 | 2.364485 | -0.397697 | 6.692275 | 3.914009 | 150.621978 | 33.047664 | 220.876216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 101.297681 | 1.748921 | 2.584011 | -0.115839 | 5.706119 | 3.854925 | 20.912185 | 39.519433 | 101.297681 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 142.388465 | 48.617658 | 29.177428 | 73.198453 | 34.465854 | 17.293689 | 11.335807 | 91.970863 | 142.388465 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 240.701575 | 3.062209 | 2.314264 | 6.658786 | -0.075392 | 61.922176 | 10.113563 | 240.701575 | 27.790522 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 227.554547 | 12.144307 | 40.218270 | 18.203554 | 98.038554 | 31.301440 | 25.949348 | 227.554547 | 161.236776 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 36.418490 | 0.676266 | -0.381094 | 5.156815 | -0.608470 | 7.269767 | 4.570204 | 36.418490 | 8.598456 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 47.226200 | 0.652562 | -0.558668 | 6.340850 | -0.468931 | 25.084252 | 3.466739 | 47.226200 | 17.723484 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 621.170423 | 43.464074 | 15.933692 | 78.332110 | 11.455383 | 27.001136 | 39.909883 | 275.520427 | 621.170423 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 61.915014 | -0.605898 | -1.254964 | -1.640420 | 0.278782 | 4.186687 | 1.010271 | 61.915014 | 10.057024 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 56.356299 | -0.232421 | -0.630833 | 2.720341 | -0.461330 | 48.050006 | 5.966213 | 56.356299 | 14.093263 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 194.826427 | 2.747503 | 1.776601 | 5.918259 | -0.452238 | 32.679739 | 5.159222 | 194.826427 | 29.754161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 305.325977 | 1.536349 | 0.547629 | 6.304123 | -0.876617 | 305.325977 | 6.925660 | 246.351882 | 8.724626 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 304.692224 | 47.535425 | 23.186156 | 42.735160 | 19.420556 | 22.268834 | 122.203781 | 101.358618 | 304.692224 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 101.842518 | 29.176809 | 50.276089 | 15.384502 | 24.162923 | 16.760582 | 15.979592 | 101.842518 | 57.079567 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Discontinuties | 8217.880280 | 2188.799901 | 2188.799901 | 2050.085605 | 2050.085605 | 1645.137944 | 1645.137944 | 8217.880280 | 8217.880280 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 349.954363 | 93.750788 | 93.750788 | 83.071342 | 83.071342 | 87.892814 | 87.892814 | 349.954363 | 349.954363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Discontinuties | 616.844521 | 171.368914 | 171.368914 | 168.750690 | 168.750690 | 186.496091 | 186.496091 | 616.844521 | 616.844521 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Discontinuties | 63.855176 | 30.368685 | 49.041053 | 23.297335 | 49.474333 | 33.555629 | 13.207243 | 63.855176 | 58.570818 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Shape | 65.376982 | 65.376982 | 27.909226 | 35.653418 | 12.728556 | 36.593259 | 35.252512 | 39.555658 | 27.191399 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Shape | 129.771468 | 129.771468 | 20.717194 | 23.884680 | 1.205069 | 26.480194 | 16.989432 | 15.984599 | 5.794137 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 284.727279 | 46.621310 | 23.192975 | 45.242070 | 27.468079 | 20.267134 | 29.183633 | 100.113186 | 284.727279 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 201.860946 | 46.067569 | 16.856665 | 33.884272 | 0.568679 | 26.889111 | 51.519303 | 77.483934 | 201.860946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Variability | 45.978397 | 13.455565 | 34.322105 | 1.311187 | 42.058064 | 45.978397 | 29.412465 | 15.652889 | 17.666459 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Shape | 39.924563 | 19.129626 | 39.924563 | 1.049949 | 31.839320 | 9.072571 | 8.855472 | 20.161039 | 10.512670 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Variability | 100.572187 | 20.882308 | 49.599638 | 2.489334 | 31.445542 | 100.572187 | 15.356199 | 67.772940 | 18.833472 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 54.056388 | 46.011957 | 17.511235 | 38.115339 | 0.806957 | 16.783007 | 32.122645 | 33.595577 | 54.056388 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 529.492708 | 22.047931 | 48.359537 | 4.879416 | 47.159459 | 122.595370 | 25.485065 | 529.492708 | 105.861906 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 257.571782 | 49.370081 | 24.086212 | 39.696691 | 6.564382 | 27.567174 | 90.894275 | 61.550915 | 257.571782 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 292.922868 | 22.358682 | 52.381758 | 2.597057 | 40.421085 | 72.637999 | 18.752547 | 292.922868 | 69.307544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 224.018208 | 49.429432 | 16.133925 | 52.899946 | 2.571482 | 19.490590 | 13.055972 | 103.373530 | 224.018208 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Shape | 42.074004 | 18.689173 | 42.074004 | 1.465198 | 39.651786 | 5.707745 | 9.480286 | 14.097667 | 17.923154 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Temporal Discontinuties | 95.577747 | 15.982897 | 57.795565 | 1.201058 | 39.834272 | 25.111713 | 42.420956 | 88.945645 | 95.577747 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Power | 38.508965 | 4.822540 | 1.857284 | 38.508965 | 2.829436 | 7.678312 | 5.256178 | 11.646505 | 37.162115 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Temporal Discontinuties | 93.058810 | 43.164493 | 12.403916 | 53.964485 | 1.584427 | 19.603411 | 9.626906 | 93.058810 | 90.652227 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 321.566748 | 56.556950 | 19.239528 | 40.338793 | 1.003229 | 24.420288 | 18.588669 | 164.012350 | 321.566748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Temporal Discontinuties | 3.278063 | -0.648565 | -0.211847 | -0.306285 | -0.799322 | 1.378557 | 0.093130 | 3.278063 | 1.329379 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 160.913202 | 22.387314 | 57.177622 | 9.154235 | 81.034394 | 16.292549 | 35.173135 | 160.913202 | 101.901694 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 244.517030 | 6.604238 | 4.614491 | 12.287580 | 29.031582 | 3.986544 | 128.687558 | 9.530211 | 244.517030 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Power | 61.733888 | 13.973237 | 48.769765 | 2.045858 | 61.733888 | 16.358876 | 19.732416 | 58.980527 | 41.917437 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 116.001455 | 36.163548 | 12.508709 | 53.777583 | 3.747678 | 24.437142 | 15.812926 | 60.663744 | 116.001455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Temporal Discontinuties | 76.679040 | 16.475416 | 42.270125 | 2.975858 | 48.291156 | 10.220835 | 27.993924 | 62.749885 | 76.679040 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Temporal Discontinuties | 281.301460 | 19.250765 | 43.657638 | 9.002275 | 27.323295 | 16.196066 | 14.375102 | 281.301460 | 106.404180 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | ee Temporal Discontinuties | 63.683331 | 19.184860 | 49.180721 | 7.161163 | 50.555971 | 11.844015 | 33.792537 | 45.645951 | 63.683331 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Power | 57.497480 | 25.089206 | 21.268651 | 57.497480 | 55.406838 | 28.925024 | 28.334504 | 8.533625 | 10.866712 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Shape | 15.849189 | 15.416171 | 15.849189 | 9.584815 | 10.046108 | 2.115638 | 1.208907 | 6.997576 | 4.070401 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Power | 60.656638 | 26.524688 | 22.639140 | 60.656638 | 59.038227 | 29.866606 | 28.795001 | 2.741372 | 3.627234 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Power | 82.270821 | 27.799323 | 32.543614 | 79.740938 | 82.270821 | 29.509455 | 30.304857 | 5.737029 | 4.375472 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Power | 89.152124 | 30.608016 | 34.894520 | 87.026517 | 89.152124 | 13.244243 | 13.505171 | 18.784157 | 18.017362 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Power | 77.379804 | 23.321613 | 20.356842 | 77.379804 | 75.343814 | 24.331316 | 25.269550 | 21.894559 | 21.400011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 1 | RF_maintenance | nn Power | 61.586278 | 18.769946 | 22.372233 | 59.146604 | 61.586278 | 28.958962 | 29.821070 | 10.017246 | 7.527987 |